Skip to content
‹ Back to IndustriesMarketing Tech

Adobe's CX Enterprise Coworker agent now runs inside five AI platforms, including ChatGPT and Claude

Adobe said on November 4 that CX Enterprise Coworker, its agentic system for customer experience orchestration, is available inside ChatGPT as a plugin, Claude, Databricks Genie, Gemini for business and Microsoft Copilot. Amazon Quick, IBM and Snowflake are expected soon. Adobe also launched pre-built MCP connectors for partner systems including Amazon Ads, Demandbase and Snowflake Cortex AI.

This story was produced through MarketScale. See how Marketing Tech teams put it to work with AI Writing.

By MarketScale Newsroom · AdobeCx Enterprise CoworkerAgentic AiCustomer Experience
Share
Adobe's CX Enterprise Coworker agent now runs inside five AI platforms, including ChatGPT and Claude

Key takeaways

01

CX Enterprise Coworker is now available in ChatGPT (as a plugin), Claude, Databricks Genie, Gemini for business and Microsoft Copilot.

02

New pre-built MCP connectors link the agent to partner systems such as Amazon Ads, Demandbase, Microsoft Work IQ and Snowflake Cortex AI.

03

Futurum Group notes Adobe has not disclosed pricing or how it audits actions taken from third-party assistants.

Free workspace

Turn your Marketing Tech expertise into content.

Record interviews, organize footage, and write with AI on a free trial of the MarketScale platform for qualifying companies. No demo required, no credit card.

Try it Free

Adobe said on November 4 that CX Enterprise Coworker, its agentic system for customer experience orchestration, is now available inside ChatGPT as a plugin, Claude, Databricks Genie, Gemini for business and Microsoft Copilot. Availability in Amazon Quick, IBM and Snowflake is expected soon, the company said.

The move lets marketing teams plan, orchestrate and adjust customer experience work from inside the AI assistants they already use, rather than switching into a separate Adobe application. Adobe did not give a timeline for the Amazon Quick, IBM and Snowflake integrations, Futurum Group noted.

What the agent does

Adobe describes CX Enterprise Coworker as an end-to-end agentic AI system covering the customer lifecycle, from acquiring and engaging prospects to conversion and customer lifetime value. It runs Customer Experience Orchestration workflows on Adobe CX Enterprise with human oversight, and is built on open standards including Model Context Protocol (MCP) and Agent2Agent (A2A).

According to Adobe, the agent analyzes campaign performance and emerging trends, forecasts audiences, optimizes customer journeys, resolves conflicts and supports planning, project and work management. Futurum reported that the product reached general availability in June 2026.

Today, marketers often use AI tools in isolation, without the organizational context and domain intelligence needed to personalize every stage of the customer lifecycle. — Anjul Bhambhri, SVP of Engineering, Customer Experience Orchestration, Adobe

New connectors and partners

Adobe also launched connectors for CX Enterprise Coworker that provide pre-built MCP server integrations with partner systems, including Amazon Ads, Databricks Genie, Demandbase, an ads MCP server for Meta campaigns, Microsoft Work IQ, RainFocus and Snowflake Cortex AI. Adobe said marketers can connect these systems without custom integration work and use a single request to pull data and take actions across several of them.

Global systems integrators Accenture, Capgemini, Cognizant, Deloitte Digital, EY, IBM, Infosys, PwC and TCS are using the agent to build industry-specific solutions, Adobe said. Agencies dentsu, Havas, Omnicom, Publicis, Stagwell and WPP are adding their own IP, agents and tools for joint clients.

Google Cloud's Rao Surapaneni said integrating the agent into Gemini for business lets organizations use their customer data and brand intelligence where they already work. Microsoft's Rob Howard said the companies are working together to help enterprises use agentic AI to move from insight to action.

Questions for marketing and IT buyers

Futurum analyst Keith Kirkpatrick called the move the right distribution decision, while noting it hands the front end of the workflow to the companies that build those assistants. He wrote that Adobe has not disclosed pricing, how it governs and audits actions taken from third-party assistants, or whether features match across all five platforms.

Kirkpatrick suggested buyers ask how human approval works when an agent changes a live journey from ChatGPT or Copilot, and how Adobe bills for usage that starts outside its own products.

Featured companies

Your experts belong here

Every story in MarketScale Marketing Tech starts with a company putting its practitioners, product marketers, and RevOps leads on the record. Buyers are already reading this topic. The only question is whose experts they find.

Your buyers live in search and AI answers, so published expert content is the channel that compounds instead of expiring.

Book DemoSee how it works15 minutes, straight to a calendar.

About the author

MarketScale Newsroom
MarketScale NewsroomEditorial Team, MarketScale

The MarketScale Newsroom reports on the companies, technologies, and trends shaping 16 B2B industries. It turns primary sources and expert commentary into clear, useful coverage for the people doing the work.

B2B Weekly

The week in Marketing Tech, and sixteen other industries, every Monday.

Ten stories, one-line takes, five minutes. Free.

Marketing Tech: are you visible to AI?

Before they reach out, Marketing Tech buyers ask AI engines which vendors to trust. Explore how your experts, customers, and partners can become useful content for buyers and AI search.

Free Trial

You just read one Marketing Tech expert. Your company is full of them.

This article was produced through MarketScale. The same platform turns your practitioners, product marketers, and RevOps leads into the articles, video, and social content Marketing Tech buyers are searching for. Start a free trial and see it with your own people. For qualifying companies, no credit card, no demo required.

NPS +73 · 1,000+ creators · 38+ countries

What your free trial includes

Hands-on access to the MarketScale platform
Media requests to your crowd, remote recording, AI writing tools
No demo required. No credit card.
For qualifying companies. Company confirmation required.

More Marketing Tech Insights

Salesforce agrees to buy voice AI company Cresta

Salesforce agrees to buy voice AI company Cresta

Salesforce signed a definitive agreement on November 2 to acquire Cresta, a voice AI company whose agents handle customer calls end to end and coach human representatives in real time. Salesforce did not disclose terms; The Information reported $2.7 billion, according to CMSWire. The deal is expected to close in Salesforce's fiscal first quarter of 2028, which runs February through April 2027.

  • 01Salesforce plans to combine Cresta's voice agents, real-time coaching and conversation analysis with Service Cloud.
  • 02Salesforce did not disclose a price; The Information reported $2.7 billion, according to CMSWire.
  • 03Cresta will keep supporting the contact center and telephony platforms its customers use today after the deal closes.

Nov 5, 2026

Supermetrics lets Claude build ad campaigns that stay paused until approved

Supermetrics lets Claude build ad campaigns that stay paused until approved

Campaigns created through Supermetrics' Claude integration stay paused until approved. That shifts the real work to the approval queue and to the naming conventions, targets and account mappings teams write into Supermetrics' Context Layer.

  • 01Campaigns created through Supermetrics' Claude integration stay paused until a marketer approves them, and approval requirements can be set account by account, so control is configured per account.
  • 02The Claude write path goes at the top blocker Supermetrics cited: poor integration between analytics tools and activation platforms (40% SMB, 34% enterprise).
  • 03An approval gate blocks spend, but weak data ownership and poorly defined rules can still produce bad proposals worth reviewing.

Nov 4, 2026

57% of Google AI Mode product links stay inside Google Shopping

57% of Google AI Mode product links stay inside Google Shopping

In a Findrix study of 55,198 AI answers, Google AI Mode sent 57% of its product-answer links to Google Shopping pages. In swimwear, 60.4% of answers linked only to Google. For retailers, this suggests that referral traffic alone won't show how visible their products are in AI Mode.

  • 01When 57% of AI Mode’s product links land on Google Shopping, Merchant Center data becomes a primary storefront, and referrals alone miss catalog visibility.
  • 02Where it applies depends on category: answers linked only to Google pages 60.4% of the time for swimwear, against 7.6% for sports nutrition, and just 1.1% of software links went to Google pages.
  • 03Ranking well in the Shopping carousel does not carry over. In one 23-day dataset only 1.28% of carousel products also appeared in AI Mode, which has fewer than four slots per query.

Nov 3, 2026

Explore More Marketing Tech Insights

Read more expert perspectives from across Marketing Tech.

Browse Marketing Tech Hub

About the Expert

MarketScale Newsroom
MarketScale Newsroom

Editorial Team

MarketScale

The MarketScale Newsroom reports on the companies, technologies, and trends shaping 16 B2B industries. It turns primary sources and expert commentary into clear, useful coverage for the people doing the work.

For B2B teams

Your experts could be publishing here

Stories like this one run on content MarketScale captures from real practitioners. See how your team's expertise becomes coverage in Marketing Tech and beyond.

Book a Demo

Or call us. No forms required. We pick up. 214-945-2512